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Workshop 2025-Q1

Extracting requirements

Need to understand all the requirements hidden in a codebase? This technique shows how to use LLMs to compile comprehensive specifications from repository analysis for immediate development use.

In either of these sessions, we can ask the llm to reverse engineer the repo into a specifictation:

can you compile our findings into a comprehensive, 
developer-ready specification? Include all relevant 
requirements, architecture choices, data handling 
details, error handling strategies, and a testing 
plan so a developer can immediately begin implementation.

That cost 50 cents.

> /cost
  ⎿  Total cost:            $0.51
     Total duration (API):  2m 36.6s
     Total duration (wall): 16m 32.2s
     Total code changes:    43 lines added, 0 lines removed